US5830135A
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US
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Fuzzy logic alarm system for pulse oximeters
Assignee: Individual
•
Filing: 1994-03-31
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Granted: 1998-11-03
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Expires: 2014-03-31
Abstract
Abstract A new alarm system for pulse oximeters, based on fuzzy logic, will differentiate false alarms, caused by artifact, from true alarms. Numeric input variables and corresponding fuzzy sets (oxygen saturation HIGH (high O2), NO (normal O2) and YES (desaturation) and rate of change of oxygen saturation (HIGH, MEDIUM and LOW) and their membership functions are defined. An output fuzzy set ARTIFACT is defined. Input voltages from the pulse oximeter are sampled and converted to digital form. The sampled voltages are converted by the membership functions into confidences that each fuzzy set descriptor for oxygen desaturation and reate of change apply. Rules are specified which result in confidences that the fuzzy set descriptors for ARTIFACT apply. Further rules govern the issuance of alarms for oxygen desaturation or for artifacts, momentary or continuous, so that the nurse can take appropriate action. The fuzzy logic alarm system program is written in Quick Basic 4.5, by Microsoft (R). The advantage of using the fuzzy logic alarm system for a pulse oximeter used in infants is that there will be at least 34% fewer false alarms. Pulse oximeter alarms which better reflect the actual situation will improve the specificity of the alarm system and may decrease the potential "Cry Wolf" response of the caretaker, which now exists.
Inventors
- 👤 Elena M. Bosque
- 👤 William Siler
- 👤 Steven L. Goldman
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-27 16:10
CPC Classifications
G; G16; G16H; G16H50/00; G16H50/20; A; A61; A61B; A61B5/00; A61B5/145; A61B5/72; A61B5/7235; A61B5/7264
Claims Analysis
Total Claims: 23
Claim 1
Independent Claim
184 words
A method for differentiating artifact from true oxygen saturation signals using pulse oximetry and a computer system comprising: a) generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) storing the oxygen saturation signal in a data storage area of the computer system; c) applying a fuzzy logic alarm system computer program to the oxygen saturation signal stored in the computer system in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and d) generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 2
Independent Claim
184 words
A method for differentiating artifact from true oxygen saturation signals using pulse oximetry and a computer system comprising: a) generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) storing the oxygen saturation signal in a data storage area of the computer system; c) applying a fuzzy logic alarm system computer program to the oxygen saturation signal stored in the computer system in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and d) generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 3
Dependent Claim
28 words
The method of claim 1 wherein the detectable indicator signal indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
Claim 4
Dependent Claim
33 words
The method of claim 1 wherein between the generating and storing the oxygen saturation signal steps, the method comprises the further step of converting the oxygen saturation signal to a digital data signal.
Claim 5
Independent Claim
193 words
A method for differentiating artifact from true oxygen saturation signals using pulse oximetry and a computer system, comprising: a) generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) converting the oxygen saturation signal to a data signal; c) storing the data signal in a data storage area of the computer system; d) applying a fuzzy logic alarm system computer program to the data signal stored in the data storage area of the computer system in order to determine whether the data signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, e) generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored data signal to indicate a state of the data signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 6
Independent Claim
193 words
A method for differentiating artifact from true oxygen saturation signals using pulse oximetry and a computer system, comprising: a) generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) converting the oxygen saturation signal to a data signal; c) storing the data signal in a data storage area of the computer system; d) applying a fuzzy logic alarm system computer program to the data signal stored in the data storage area of the computer system in order to determine whether the data signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, e) generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored data signal to indicate a state of the data signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 7
Dependent Claim
28 words
The method of claim 4 wherein the detectable indicator signal indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
Claim 8
Independent Claim
201 words
An apparatus for differentiating artifact from true oxygen saturation signals using a computer system with data storage and data processing capabilities, comprising: a) means for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the computer system; c) means for applying a fuzzy logic alarm system computer program to the oxygen saturation signal stored in the data storage area of the computer system in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 9
Independent Claim
201 words
An apparatus for differentiating artifact from true oxygen saturation signals using a computer system with data storage and data processing capabilities, comprising: a) means for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the computer system; c) means for applying a fuzzy logic alarm system computer program to the oxygen saturation signal stored in the data storage area of the computer system in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 10
Dependent Claim
29 words
The apparatus of claim 6 wherein the detectable indicator signal means indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
Claim 11
Independent Claim
207 words
An apparatus for differentiating artifact from true oxygen saturation signals using a computer system with data storage and data processing capabilities, comprising: a) means for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for converting the oxygen saturation signal to a data signal; c) means for storing the data signal in a data storage area of the computer system; d) means for applying a fuzzy logic alarm system computer program to the data signal stored in the data storage area of the computer system in order to determine whether the data signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, e) means for generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored data signal to indicate a state of the data signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 12
Independent Claim
207 words
An apparatus for differentiating artifact from true oxygen saturation signals using a computer system with data storage and data processing capabilities, comprising: a) means for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for converting the oxygen saturation signal to a data signal; c) means for storing the data signal in a data storage area of the computer system; d) means for applying a fuzzy logic alarm system computer program to the data signal stored in the data storage area of the computer system in order to determine whether the data signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, e) means for generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored data signal to indicate a state of the data signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 13
Dependent Claim
29 words
The apparatus of claim 8 wherein the detectable indicator signal means indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
Claim 14
Independent Claim
202 words
An apparatus for differentiating artifact from true oxygen saturation signals using a pulse oximeter with data storage and data processing capabilities, comprising: a) a pulse oximeter for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the pulse oximeter; c) means for applying a fuzzy logic alarm system computer program to the stored oxygen saturation signal stored in the pulse oximeter data storage area in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 15
Independent Claim
202 words
An apparatus for differentiating artifact from true oxygen saturation signals using a pulse oximeter with data storage and data processing capabilities, comprising: a) a pulse oximeter for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the pulse oximeter; c) means for applying a fuzzy logic alarm system computer program to the stored oxygen saturation signal stored in the pulse oximeter data storage area in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 16
Dependent Claim
26 words
The apparatus of claim 10 wherein the fuzzy logic alarm system computer program is stored in a fuzzy logic computer chip contained within the pulse oximeter.
Claim 17
Dependent Claim
29 words
The apparatus of claim 10 wherein the detectable indicator signal means indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
Claim 18
Independent Claim
202 words
An apparatus for differentiating artifact from true oxygen saturation signals using a pulse oximeter and a computer system with data storage and data processing capabilities, comprising: a) a pulse oximeter for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the computer system; c) means for applying a fuzzy logic alarm system computer program to the stored oxygen saturation signal in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal in the pulse oximeter based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 19
Independent Claim
202 words
An apparatus for differentiating artifact from true oxygen saturation signals using a pulse oximeter and a computer system with data storage and data processing capabilities, comprising: a) a pulse oximeter for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the computer system; c) means for applying a fuzzy logic alarm system computer program to the stored oxygen saturation signal in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal in the pulse oximeter based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 20
Dependent Claim
29 words
The apparatus of claim 13 wherein the detectable indicator signal means indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
Claim 21
Independent Claim
202 words
An apparatus for differentiating artifact from true oxygen saturation signals using a pulse oximeter and a computer system with data storage and data processing capabilities, comprising: a) a pulse oximeter for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the computer system; c) means for applying a fuzzy logic alarm system computer program to the stored oxygen saturation signal in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal in the computer system based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 22
Independent Claim
202 words
An apparatus for differentiating artifact from true oxygen saturation signals using a pulse oximeter and a computer system with data storage and data processing capabilities, comprising: a) a pulse oximeter for generating an oxygen saturation signal which may correspond to the oxygen saturation level in a subject's blood; b) means for storing the oxygen saturation signal in a data storage area of the computer system; c) means for applying a fuzzy logic alarm system computer program to the stored oxygen saturation signal in order to determine whether the stored oxygen saturation signal is a true signal actually corresponding to the oxygen saturation level in a subject's blood or an artifact, the fuzzy logic alarm system computer program comprising fuzzy sets; linguistic variables; membership functions; confidence values; rules and constraints; membership functions for unions of fuzzy sets; membership functions for triangulations of fuzzy sets; and decision sets; and, d) means for generating a detectable indicator signal in the computer system based upon the determination made when applying the fuzzy logic alarm system computer program to the stored oxygen saturation signal to indicate a state of the oxygen saturation signal; wherein one of the fuzzy sets includes rate of change of heart rate data.
Claim 23
Dependent Claim
29 words
The apparatus of claim 15 wherein the detectable indicator signal means indicates one of the following states: momentary artifact; continuous artifact; normal oxygen saturation; oxygen desaturation; and, oxygen oversaturation.
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2001-11-02 | 2002-05-04 | 2002-11-03 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2005-11-02 | 2006-05-04 | 2006-11-03 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2009-11-02 | 2010-05-04 | 2010-11-03 | $7700.00 | Window Closed / Lapsed |